A decision support system for tobacco cultivation measures based on BPNN and GA

作者: Lin Wang , Hao Zhou , Jie Yang , Yonghua Xiong , Jinhua She

DOI: 10.1016/J.COMPAG.2020.105928

关键词:

摘要: … in decision-making of tobacco cultivation measures to obtain satisfied tobacco yield and CQ. … We developed the DSS and applied it in Guizhou Province, China. Comparing the results …

参考文章(28)
D.J. Bilalis, I.S. Travlos, J. Portugal, S. Tsioros, Y. Papastylianou, Y. Papatheohari, C. Avgoulas, I. Tabaxi, E. Alexopoulou, P.J. Kanatas, Narrow row spacing increased yield and decreased nicotine content in sun-cured tobacco (Nicotiana tabacum L.) Industrial Crops and Products. ,vol. 75, pp. 212- 217 ,(2015) , 10.1016/J.INDCROP.2015.05.057
M. Srinivas, L.M. Patnaik, Adaptive probabilities of crossover and mutation in genetic algorithms systems man and cybernetics. ,vol. 24, pp. 656- 667 ,(1994) , 10.1109/21.286385
Guorui Feng, Yuan Lan, Xinpeng Zhang, Zhenxing Qian, Dynamic Adjustment of Hidden Node Parameters for Extreme Learning Machine IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 45, pp. 279- 288 ,(2015) , 10.1109/TCYB.2014.2325594
Wang Xin-Zhong, Liu Guo-Shun, Hu Hong-Chao, Wang Zhen-Hai, Liu Qing-Hua, Liu Xu-Feng, Hao Wei-Hong, Li Yan-Tao, Determination of management zones for a tobacco field based on soil fertility Computers and Electronics in Agriculture. ,vol. 65, pp. 168- 175 ,(2009) , 10.1016/J.COMPAG.2008.08.008
Li Jun, Wen Jun, Cloud Computing Based Solution to Decision Making Procedia Engineering. ,vol. 15, pp. 1822- 1826 ,(2011) , 10.1016/J.PROENG.2011.08.339
Jiuquan Zhang, Yirong Su, Jinshui Wu, Hongbo Liang, GIS based land suitability assessment for tobacco production using AHP and fuzzy set in Shandong province of China Computers and Electronics in Agriculture. ,vol. 114, pp. 202- 211 ,(2015) , 10.1016/J.COMPAG.2015.04.004
Jing-guo SUN, Jie-wang HE, Feng-guang WU, Shu-xing TU, Tie-jun YAN, Hui SI, Hao XIE, Comparative Analysis on Chemical Components and Sensory Quality of Aging Flue-Cured Tobacco from Four Main Tobacco Areas of China Agricultural Sciences in China. ,vol. 10, pp. 1222- 1231 ,(2011) , 10.1016/S1671-2927(11)60113-2
Rosa Marchetti, Fabio Castelli, Renato Contillo, Nitrogen Requirements for Flue‐Cured Tobacco Agronomy Journal. ,vol. 98, pp. 666- 674 ,(2006) , 10.2134/AGRONJ2005.0105
Xiaotong Shen, Yongli Zhang, Model selection procedure for high-dimensional data Statistical Analysis and Data Mining. ,vol. 3, pp. 350- 358 ,(2010) , 10.1002/SAM.V3:5